{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ImageNet classification\n",
    "This notebook shows an example of ImageNet classification \n",
    "The network that is used for inference is a variant of DoReFaNet, whose topology is illustrated in the following picture.\n",
    "The pink layers are executed in the Programmable Logic at reduced precision (1 bit for weights, 2 bit for activations) while the other layers are executed in python.\n",
    "\n",
    "This notebook shows how to classify an image choosen by the user, while [dorefanet-imagenet-samples](./dorefanet-imagenet-samples.ipynb) runs the classification on labeled images (extracted from the dataset)\n",
    "\n",
    "![DoReFaNet topology](dorefanet-topology.svg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "require(['notebook/js/codecell'], function(codecell) {\n",
       "  codecell.CodeCell.options_default.highlight_modes[\n",
       "      'magic_text/x-csrc'] = {'reg':[/^%%microblaze/]};\n",
       "  Jupyter.notebook.events.one('kernel_ready.Kernel', function(){\n",
       "      Jupyter.notebook.get_cells().map(function(cell){\n",
       "          if (cell.cell_type == 'code'){ cell.auto_highlight(); } }) ;\n",
       "  });\n",
       "});\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import os, pickle, random\n",
    "from datetime import datetime\n",
    "from matplotlib import pyplot as plt\n",
    "from PIL import Image\n",
    "%matplotlib inline\n",
    "\n",
    "import numpy as np\n",
    "import cv2\n",
    "\n",
    "import qnn\n",
    "from qnn import Dorefanet\n",
    "from qnn import utils"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Instantiate a Classifier\n",
    "Creating a classifier will automatically download the bitstream onto the device, allocate memory buffers and load the network hyperparameters and weights. \n",
    "The neural network to be implemented is specified in a json file (*dorefanet-layers.json* in this example)\n",
    "The weights for the non-offloaded layers are also loaded in a numpy dictionary to be used for execution in python. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "classifier = Dorefanet()\n",
    "classifier.init_accelerator()\n",
    "net = classifier.load_network(json_layer=\"/usr/local/lib/python3.6/dist-packages/qnn/params/dorefanet-layers.json\")\n",
    "\n",
    "conv0_weights = np.load('/usr/local/lib/python3.6/dist-packages/qnn/params/dorefanet-conv0.npy', encoding=\"latin1\", allow_pickle=True).item()\n",
    "fc_weights = np.load('/usr/local/lib/python3.6/dist-packages/qnn/params/dorefanet-fc-normalized.npy', encoding='latin1', allow_pickle=True).item()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Get ImageNet Classes information\n",
    "Load labels and *synsets* of the 1000 [ImageNet](www.image-net.org/) classes into dictionaries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"/home/xilinx/jupyter_notebooks/qnn/imagenet-classes.pkl\", 'rb') as f:\n",
    "    classes = pickle.load(f)\n",
    "    names = dict((k, classes[k][1].split(',')[0]) for k in classes.keys())\n",
    "    synsets = dict((classes[k][0], classes[k][1].split(',')[0]) for k in classes.keys())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Open image to be classified\n",
    "The image to be run through object classification is loaded automatically from the path set in the *img_folder* variable. The original image is shown before processing and will be automatically selected as the last one downloaded (both variables *img_folder* and *image_name* can be modified to the desired path/image to be classified). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=640x445 at 0x7F7C607AC8>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_folder = \"/home/xilinx/jupyter_notebooks/qnn/images/\"\n",
    "img_file = os.path.join(img_folder, max(os.listdir(img_folder), key=lambda f: os.path.getctime(os.path.join(img_folder, f))))\n",
    "img, img_class = classifier.load_image(img_file)\n",
    "im = Image.open(img_file)\n",
    "im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Execute the first convolutional layer in Python\n",
    "The first layer of this neural network has not been quantized, thus will not be executed in the HW accelerator (which supports only quantized arithmetic). \n",
    "Python provides, with numpy, a backend to execute convolution and other matrix operations. For user convenience the most popular operations (convolutional layer, thresholding, relu and fully connected layer) are provided in the class."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "First layer SW implementation took 587775 microseconds\n"
     ]
    }
   ],
   "source": [
    "conv0_W = conv0_weights['conv0/W']\n",
    "conv0_T = conv0_weights['conv0/T']\n",
    "\n",
    "start = datetime.now()\n",
    "# 1st convolutional layer execution, having as input the image and the trained parameters (weights)\n",
    "conv0 = utils.conv_layer(img, conv0_W, stride=4)\n",
    "# The result in then quantized to 2 bits representation for the subsequent HW offload\n",
    "conv0 = utils.threshold(conv0, conv0_T)\n",
    "\n",
    "# Allocate accelerator output buffer\n",
    "end = datetime.now()\n",
    "micros = int((end - start).total_seconds() * 1000000)\n",
    "print(\"First layer SW implementation took {} microseconds\".format(micros))\n",
    "print(micros, file=open('timestamp.txt', 'w'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. HW Offload of the quantized layers\n",
    "The core layers, which values have been quantized during training, are executed in the Programmable Logic. The hardware accelerator consists of a dataflow implementation of multiple layers (in this case, convolution+maxpool). \n",
    "The host code parses the network topology (specified in the json file) and manages the sequence of execution on the accelerator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HW implementation took 28266 microseconds\n"
     ]
    }
   ],
   "source": [
    "# Compute offloaded convolutional layers\n",
    "out_dim = net['merge4']['output_dim']\n",
    "out_ch = net['merge4']['output_channels']\n",
    "\n",
    "conv_output = classifier.get_accel_buffer(out_ch, out_dim);\n",
    "conv_input = classifier.prepare_buffer(conv0)\n",
    "\n",
    "start = datetime.now()\n",
    "classifier.inference(conv_input, conv_output)\n",
    "end = datetime.now()\n",
    "\n",
    "micros = int((end - start).total_seconds() * 1000000)\n",
    "print(\"HW implementation took {} microseconds\".format(micros))\n",
    "print(micros, file=open('timestamp.txt', 'a'))\n",
    "\n",
    "conv_output = classifier.postprocess_buffer(conv_output)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6. Fully connected layers in python\n",
    "The fully connected layers, are executed in the python backend and the classification finalized"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fully-connected layers took 163520 microseconds\n"
     ]
    }
   ],
   "source": [
    "# Normalize results\n",
    "fc_input = conv_output / np.max(conv_output)\n",
    "\n",
    "start = datetime.now()\n",
    "\n",
    "# FC Layer 0\n",
    "fc0_W = fc_weights['fc0/Wn']\n",
    "fc0_b = fc_weights['fc0/bn']\n",
    "\n",
    "fc0_out = utils.fully_connected(fc_input, fc0_W, fc0_b)\n",
    "fc0_out = utils.qrelu(fc0_out)\n",
    "fc0_out = utils.quantize(fc0_out, 2)\n",
    "\n",
    "# FC Layer 1\n",
    "fc1_W = fc_weights['fc1/Wn']\n",
    "fc1_b = fc_weights['fc1/bn']\n",
    "\n",
    "fc1_out = utils.fully_connected(fc0_out, fc1_W, fc1_b)\n",
    "fc1_out = utils.qrelu(fc1_out)\n",
    "\n",
    "# FC Layer 2\n",
    "fct_W = fc_weights['fct/W']\n",
    "fct_b = np.zeros((fct_W.shape[1], ))\n",
    "\n",
    "fct_out = utils.fully_connected(fc1_out, fct_W, fct_b)\n",
    "end = datetime.now()\n",
    "micros = int((end - start).total_seconds() * 1000000)\n",
    "print(\"Fully-connected layers took {} microseconds\".format(micros))\n",
    "print(micros, file=open('timestamp.txt', 'a'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 7. Classification Results\n",
    "The top-5 results of the inference are provided with the corresponding human readable labels.\n",
    "The final classification scores are computed by a SoftMax Operator, that gives the normalized probabilities for all the classes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "class:   great white shark\tprobability:  79.40%\n",
      "class:         tiger shark\tprobability:  18.92%\n",
      "class:          hammerhead\tprobability:   1.63%\n",
      "class:            sturgeon\tprobability:   0.01%\n",
      "class:            stingray\tprobability:   0.01%\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f52191438>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Softmax\n",
    "out = utils.softmax(fct_out)\n",
    "\n",
    "# Top-5 results\n",
    "topn =  utils.get_topn_indexes(out, 5)  \n",
    "for k in topn: print(\"class:{0:>20}\\tprobability:{1:>8.2%}\".format(names[k].lower(), out[k]))\n",
    "        \n",
    "x_pos = np.arange(len(topn))\n",
    "plt.barh(x_pos, out[topn], height=0.4, color='g', zorder=3)\n",
    "plt.yticks(x_pos, [names[k] for k in topn])\n",
    "plt.gca().invert_yaxis()\n",
    "plt.xlim([0,1])\n",
    "plt.grid(zorder=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 8. Performance evaluation\n",
    "This part show the performance of both software and hardware execution in terms of execution time, number of operations and number of operations over time.\n",
    "The software execution includes the first convolutional layer and the fully connected layers, while the hardware execution includes all the offloaded convolutional layers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f427a6ef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "array = np.loadtxt('timestamp.txt')\n",
    "array = list(map(lambda x: x/1000000, array))\n",
    "\n",
    "MOPS   = [238.176256, 1073.856969]\n",
    "TIME   = [array[0] + array[2], array[1]]\n",
    "MOPSS  = [m / t for (m, t) in zip(MOPS ,TIME)]\n",
    "LABELS = ['SW', 'HW']\n",
    "\n",
    "f, ((ax1, ax2, ax3)) = plt.subplots(1, 3, sharex='col', sharey='row', figsize=(15,2))\n",
    "x_pos = np.arange(len(LABELS))\n",
    "plt.yticks(x_pos, LABELS)\n",
    "\n",
    "ax1.barh(x_pos, TIME, height=0.6, color='r', zorder=3)\n",
    "ax1.invert_yaxis()\n",
    "ax1.set_xlabel(\"Execution Time [s]\")\n",
    "ax1.set_ylabel(\"Platform\")\n",
    "ax1.grid(zorder=0)\n",
    "\n",
    "ax2.barh(x_pos, MOPS, height=0.6, color='g', zorder=3)\n",
    "ax2.invert_yaxis()\n",
    "ax2.set_xlabel(\"# of Operations [MOPS]\")\n",
    "ax2.grid(zorder=0)\n",
    "\n",
    "ax3.barh(x_pos, MOPSS, height=0.6, color='b', zorder=3)\n",
    "ax3.invert_yaxis()\n",
    "ax3.set_xlabel(\"Performances [MOPS/s]\")\n",
    "ax3.grid(zorder=0)\n",
    "\n",
    "plt.show() "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 9. SW execution of the quantized layers\n",
    "The core layers, which values have been quantized during training, are now executed in SW (by executing the HLS C++ source code).\n",
    "The host code parses the network topology (specified in the json file) and manages the sequence of execution on the accelerator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HW implementation took 143881386 microseconds\n"
     ]
    }
   ],
   "source": [
    "classifier_sw = Dorefanet(\"python_sw\")\n",
    "classifier_sw.init_accelerator()\n",
    "conv_output_sw = classifier_sw.get_accel_buffer(out_ch, out_dim);\n",
    "start = datetime.now()\n",
    "classifier_sw.inference(conv_input, conv_output_sw)\n",
    "end = datetime.now()\n",
    "\n",
    "micros = int((end - start).total_seconds() * 1000000)\n",
    "print(\"HW implementation took {} microseconds\".format(micros))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reset the device"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "classifier.deinit_accelerator()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pynq import Xlnk\n",
    "\n",
    "xlnk = Xlnk();\n",
    "xlnk.xlnk_reset()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
